Neuro-Fuzzy Techniques for Intelligent Information Systems

摘要

N. Kasabov, R. Kozma: Preface.- Generic Neuro-Fuzzy and Hybrid Techniques: O. Simula, J. Vesanto, E. Alhoniemi, J. Hollmen: Anaylsis and Modeling of Complex Systems Using the Self-Organizing Map V. Cherkassky: Fuzzy Methods for Learning from Data K. Tachibana, T. Furuhashi: Uneven Allocation of Membership Functions for Fuzzy Modeling of Multi-Input Systems B. Reusch: Fuzzy Equivalence Relations and Fuzzy Partitions A. Bastian: Identifying Fuzzy Rule-Based Models Utilizing Neural Networks, Fuzzy Logic and Genetic Algorithms M. Watts, N. Kasabov: Neuro-Genetic Information Processing for Optimisation and Adaptation in Intelligent Systems N. Kasabov: Evolving Connectionist and Fuzzy-Connectionist Systems: Theory and Applications for Adaptive, On-line Intelligent Systems.- Neuro-Fuzzy Systems for Pattern Recognition, Image-, Speech- and Language Processing: N.R. Pal: Connectionist Approaches for Feature Analysis S. Abe: Pattern Classification and Feature Selection by Ellipsoidal Fuzzy Rules Y.S. Wu, M.S. Zhao: Printed Chinese Optical Character Recognition by Neural Network H. Szu, C. Hsu: Image Processing by Chaotic Neural Network Fuzzy Membership Functions E. Uchino, T. Yamakawa: Fuzzy Learning Machine with Application to the Detection of Landmarks for Orthodontic Treatment N. Kasabov, R. Kozma, R. Kilgour, M. Laws, M. Watts, A. Gray, J. Taylor: Speech Data Analysis and Recognition Using Fuzzy Neural Networks and Self-Organising Maps D. Kassabova, P. Sallis: Connectionist Methods for Stylometric Analysis: A Hybrid Approach.- Neuro-Fuzzy Systems for Information Retrieval and Socio-Economic Applications: F. Crestani, G. Pasi: Soft Information Retrieval: Applicaitons of Fuzzy Set Theory and Neural Networks M. Fedrizzi, M. Fedrizzi, R.A. Marques Pereira: Modeling Consensus in Group Decision Making: a Fuzzy Dynamic Approach M. Negenvitsky: Building Fuzzy Expert Systems J. Kacprzyk, R.A. Francelin, F.A.C. Gomide: A Neural Network for Fuzzy Dynamic Programming and Its Use in Socio-Economic Regional Development Planning G.J. Deboeck: Investment Maps for Emerging Markets P.B. Petrovic, V.R. Milacic: Adaptive Fuzzy-Impedance Controller for Constrained Robot Motion.- Specialised Hardware for Neuro-Fuzzy Intelligent Systems: G. Coghill: Specialised Hardware for Computational Intelligence J. Torresen: Evolvable Hardware - The Coming Hardware Design Method?